Yes. The Imperials has 160 songs listed in a dataset used to train AI music models.

Used for training 160

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including When You Wish Upon a Star, Lord Of The Harvest, He Didn't Lift Us Up to Let Us Down

Listed under the artist name 160 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

When You Wish Upon a Star

Listed as Little Anthony, The Imperials – When You Wish Upon a Star (Icons of American Cinema, Vol. 1) · Watch on YouTube

youtube_video -OOgv4rSRr4 · row -OOgv4rSRr4

LAION-DISCO-12M

Lord Of The Harvest

Listed as The Imperials – Lord Of The Harvest (Legacy (1977 - 1988)) · Watch on YouTube

youtube_video 1ZwrB1W7W7I · row 1ZwrB1W7W7I

LAION-DISCO-12M

He Didn't Lift Us Up to Let Us Down

Listed as The Imperials – He Didn't Lift Us Up to Let Us Down (Heed the Call) · Watch on YouTube

youtube_video 53rfn5ECvow · row 53rfn5ECvow

LAION-DISCO-12M

Sweet, Sweet Spirit

Listed as The Imperials – Sweet, Sweet Spirit (Love Is the Thing) · Watch on YouTube

youtube_video 5qQP0n8aXIY · row 5qQP0n8aXIY

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Give Them All to Jesus

Listed as The Imperials – Give Them All to Jesus (No Shortage) · Watch on YouTube

youtube_video 6PM5-VHlfUY · row 6PM5-VHlfUY

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All My Life

Listed as The Imperials – All My Life (One More Song for You) · Watch on YouTube

youtube_video 6mwvvCuYRZ8 · row 6mwvvCuYRZ8

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The Secret (Live)

Listed as Gaither, Terry Blackwood, The Imperials – The Secret (Live) (Sweeter As The Days Go By (Live)) · Watch on YouTube

youtube_video 8KM2tHdZFF8 · row 8KM2tHdZFF8

LAION-DISCO-12M

Eagle Song

Listed as The Imperials – Eagle Song (One More Song for You) · Watch on YouTube

youtube_video 8VwiwWwzwoY · row 8VwiwWwzwoY

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Closer Than Ever

Listed as The Imperials – Closer Than Ever (One More Song for You) · Watch on YouTube

youtube_video 97xwuB3bcqk · row 97xwuB3bcqk

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Praise the Lord

Listed as The Imperials – Praise the Lord (Heed the Call) · Watch on YouTube

youtube_video BJkCd0pcXgc · row BJkCd0pcXgc

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Wings of Love

Listed as The Imperials – Wings of Love (This Year's Model) · Watch on YouTube

youtube_video D2NbRoijSZc · row D2NbRoijSZc

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Let the Wind Blow

Listed as The Imperials – Let the Wind Blow (Let the Wind Blow) · Watch on YouTube

youtube_video DUr5GD8VRvA · row DUr5GD8VRvA

LAION-DISCO-12M

I'm Still In Love With You

Listed as The Imperials, Little Anthony – I'm Still In Love With You (Tears On My Pillow And All Their Greatest Recordings) · Watch on YouTube

youtube_video DmY52a5A9zo · row DmY52a5A9zo

LAION-DISCO-12M

Old Man's Rubble

Listed as The Imperials – Old Man's Rubble (Heed the Call) · Watch on YouTube

youtube_video G5d_LycQS78 · row G5d_LycQS78

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Whenever I Speak His Name

Listed as The Imperials – Whenever I Speak His Name (Heed the Call) · Watch on YouTube

youtube_video GImXScqbmB4 · row GImXScqbmB4

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Bread On The Water

Listed as The Imperials – Bread On The Water (Sail On) · Watch on YouTube

youtube_video HS1NFsQIHjk · row HS1NFsQIHjk

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Living Without Your Love

Listed as The Imperials – Living Without Your Love (One More Song for You) · Watch on YouTube

youtube_video K09iQVNXW-A · row K09iQVNXW-A

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In the Same Old Fashioned Way

Listed as The Imperials – In the Same Old Fashioned Way (The Lost Album) · Watch on YouTube

youtube_video NA1uwM8rq5A · row NA1uwM8rq5A

LAION-DISCO-12M

Sail On

Listed as The Imperials – Sail On (Sail On) · Watch on YouTube

youtube_video OWWfYeiciKU · row OWWfYeiciKU

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I'm Forgiven

Listed as The Imperials – I'm Forgiven (One More Song for You) · Watch on YouTube

youtube_video QTYjbdpq2GU · row QTYjbdpq2GU

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Sorry (I Ran All the Way Home)

Listed as The Imperials – Sorry (I Ran All the Way Home) (It Doesn't Matter Anymore (Cruisin' 1959)) · Watch on YouTube

youtube_video SCdkZidSSBc · row SCdkZidSSBc

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No Shortage

Listed as The Imperials – No Shortage (No Shortage) · Watch on YouTube

youtube_video SuoU8urRNiI · row SuoU8urRNiI

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Finish What You Started

Listed as The Imperials – Finish What You Started (Priority) · Watch on YouTube

youtube_video VtfR-JvV2FU · row VtfR-JvV2FU

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Pieces

Listed as The Imperials – Pieces (Priority) · Watch on YouTube

youtube_video WAv4oRrjqaY · row WAv4oRrjqaY

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Tears On My Pillow

Listed as Little Anthony, The Imperials – Tears On My Pillow (100 Greatest Doo Wop Songs) · Watch on YouTube

youtube_video WGPNCo4tW_M · row WGPNCo4tW_M

LAION-DISCO-12M

Let Jesus Do It for You

Listed as The Imperials – Let Jesus Do It for You (Heed the Call) · Watch on YouTube

youtube_video XVmAqsAigBs · row XVmAqsAigBs

LAION-DISCO-12M

Be Still My Soul

Listed as The Imperials – Be Still My Soul (Priority) · Watch on YouTube

youtube_video Xmn_B80M2QM · row Xmn_B80M2QM

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Heed the Call

Listed as The Imperials – Heed the Call (Heed the Call) · Watch on YouTube

youtube_video XxGWVPdlB6k · row XxGWVPdlB6k

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One More Song for You

Listed as The Imperials – One More Song for You (One More Song for You) · Watch on YouTube

youtube_video Z9E8sp0GV3I · row Z9E8sp0GV3I

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I'm on the Outside Looking In

Listed as The Imperials – I'm on the Outside Looking In (Lost Soul, Vol. 1) · Watch on YouTube

youtube_video aA7Dmum5YVk · row aA7Dmum5YVk

LAION-DISCO-12M

Stand By The Power

Listed as The Imperials – Stand By The Power (Legacy (1977 - 1988)) · Watch on YouTube

youtube_video aCgXCxhhyRc · row aCgXCxhhyRc

LAION-DISCO-12M

Goin' Out of My Head

Listed as Little Anthony, The Imperials – Goin' Out of My Head (Intimate Doo Wop Oldies, Vol. 1) · Watch on YouTube

youtube_video aev57HPckx0 · row aev57HPckx0

LAION-DISCO-12M

Tears on My Pillow

Listed as Little Antony, The Imperials – Tears on My Pillow (At the Hop) · Watch on YouTube

youtube_video bIBGQSlYCcs · row bIBGQSlYCcs

LAION-DISCO-12M

Water Grave

Listed as The Imperials – Water Grave (Sail On) · Watch on YouTube

youtube_video fujibrCLO-I · row fujibrCLO-I

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I'd Rather Believe In You

Listed as The Imperials – I'd Rather Believe In You (Priority) · Watch on YouTube

youtube_video gJ9hupQNcc4 · row gJ9hupQNcc4

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Oh Buddha

Listed as The Imperials – Oh Buddha (Heed the Call) · Watch on YouTube

youtube_video ipA-pJNmjE0 · row ipA-pJNmjE0

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Fotografia

Listed as Los Imperial's – Fotografia (Bailando con los Grandes) · Watch on YouTube

youtube_video j5pN7fIUNMA · row j5pN7fIUNMA

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Any Good Time At All

Listed as The Imperials – Any Good Time At All (Priority) · Watch on YouTube

youtube_video kAhlrLyzpbY · row kAhlrLyzpbY

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Because Of Who You Are

Listed as The Imperials – Because Of Who You Are (Legacy (1977 - 1988)) · Watch on YouTube

youtube_video mtL9i9F8d_w · row mtL9i9F8d_w

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Shimmy, Shimmy, Ko-Ko-Bop

Listed as Little Anthony, The Imperials – Shimmy, Shimmy, Ko-Ko-Bop (Do Doo - Wop, Vol. 3) · Watch on YouTube

youtube_video n7FH6bpq9J4 · row n7FH6bpq9J4

LAION-DISCO-12M

Tears on My Pillow

Listed as Anthony, The Imperials – Tears on My Pillow (Out of Many, One Music! Songs That Shaped Jamaica) · Watch on YouTube

youtube_video oGWSuIy14gg · row oGWSuIy14gg

LAION-DISCO-12M

Higher Power

Listed as The Imperials – Higher Power (One More Song for You) · Watch on YouTube

youtube_video pw3VX40xy18 · row pw3VX40xy18

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Jericho

Listed as The Imperials – Jericho (Let the Wind Blow) · Watch on YouTube

youtube_video uqUwdCMXcY8 · row uqUwdCMXcY8

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Two People in the World

Listed as Little Anthony, The Imperials – Two People in the World (The Inception of Soul) · Watch on YouTube

youtube_video vAjlXB4mpdc · row vAjlXB4mpdc

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Come Into My Life

Listed as Imperials – Come Into My Life (Love's Still Changing Hearts) · Watch on YouTube

youtube_video vEaoip_EV30 · row vEaoip_EV30

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Tears On My Pillow

Listed as Little Anthony, The Imperials – Tears On My Pillow (While Kids Are At School, Vol.5) · Watch on YouTube

youtube_video vn6ANT5XPQ8 · row vn6ANT5XPQ8

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What Can I Do for You

Listed as The Imperials – What Can I Do for You (One More Song for You) · Watch on YouTube

youtube_video w47cpJCnwmg · row w47cpJCnwmg

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The Trumpet of Jesus

Listed as The Imperials – The Trumpet of Jesus (Priority) · Watch on YouTube

youtube_video xb7yueKSjMk · row xb7yueKSjMk

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In the Promised Land

Listed as The Imperials – In the Promised Land (Let the Wind Blow) · Watch on YouTube

youtube_video yUQ4Q8Xu1lQ · row yUQ4Q8Xu1lQ

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Overcomer

Listed as The Imperials – Overcomer (Heed the Call) · Watch on YouTube

youtube_video zveD2ZNDVBA · row zveD2ZNDVBA

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What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.